Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9731186 | 0.8986068 | 0.6188788 |
| bt | 0.9543939 | 0.8308526 | 0.4931345 |
| maxnet | 0.9233448 | 0.7082043 | NA |
| gam | 0.9390926 | 0.8003691 | 0.3680248 |
| glm | 0.9236128 | 0.7013575 | 0.3636580 |